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Mobile-Former: Bridging MobileNet and Transformer


Aug 12, 2021
Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Xiaoyi Dong, Lu Yuan, Zicheng Liu


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MicroNet: Improving Image Recognition with Extremely Low FLOPs


Aug 12, 2021
Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Lei Zhang, Nuno Vasconcelos

* ICCV 2021, code is available at https://github.com/liyunsheng13/micronet}{https://github.com/liyunsheng13/micronet 

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Focal Self-attention for Local-Global Interactions in Vision Transformers


Jul 01, 2021
Jianwei Yang, Chunyuan Li, Pengchuan Zhang, Xiyang Dai, Bin Xiao, Lu Yuan, Jianfeng Gao


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Efficient Self-supervised Vision Transformers for Representation Learning


Jun 17, 2021
Chunyuan Li, Jianwei Yang, Pengchuan Zhang, Mei Gao, Bin Xiao, Xiyang Dai, Lu Yuan, Jianfeng Gao

* 24 pages, 12 figures, file size 13.6MB 

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Dynamic Head: Unifying Object Detection Heads with Attentions


Jun 15, 2021
Xiyang Dai, Yinpeng Chen, Bin Xiao, Dongdong Chen, Mengchen Liu, Lu Yuan, Lei Zhang

* CVPR 2021 camera ready with extensions 

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CvT: Introducing Convolutions to Vision Transformers


Mar 29, 2021
Haiping Wu, Bin Xiao, Noel Codella, Mengchen Liu, Xiyang Dai, Lu Yuan, Lei Zhang


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Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding


Mar 29, 2021
Pengchuan Zhang, Xiyang Dai, Jianwei Yang, Bin Xiao, Lu Yuan, Lei Zhang, Jianfeng Gao


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Revisiting Dynamic Convolution via Matrix Decomposition


Mar 15, 2021
Yunsheng Li, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Ye Yu, Lu Yuan, Zicheng Liu, Mei Chen, Nuno Vasconcelos

* Accepted by ICLR 2021 

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Weak NAS Predictors Are All You Need


Feb 21, 2021
Junru Wu, Xiyang Dai, Dongdong Chen, Yinpeng Chen, Mengchen Liu, Ye Yu, Zhangyang Wang, Zicheng Liu, Mei Chen, Lu Yuan


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MicroNet: Towards Image Recognition with Extremely Low FLOPs


Nov 24, 2020
Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Lei Zhang, Nuno Vasconcelos


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DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search


Mar 27, 2020
Xiyang Dai, Dongdong Chen, Mengchen Liu, Yinpeng Chen, Lu Yuan


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Dynamic ReLU


Mar 22, 2020
Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu

* Technical report 

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Dynamic Convolution: Attention over Convolution Kernels


Dec 07, 2019
Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu

* Technical report 

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TAN: Temporal Aggregation Network for Dense Multi-label Action Recognition


Dec 14, 2018
Xiyang Dai, Bharat Singh, Joe Yue-Hei Ng, Larry S. Davis

* WACV 2019 

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MAN: Moment Alignment Network for Natural Language Moment Retrieval via Iterative Graph Adjustment


Nov 30, 2018
Da Zhang, Xiyang Dai, Xin Wang, Yuan-Fang Wang, Larry S. Davis

* Technical report 

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Dynamic Temporal Pyramid Network: A Closer Look at Multi-Scale Modeling for Activity Detection


Aug 07, 2018
Da Zhang, Xiyang Dai, Yuan-Fang Wang

* 16 pages, 4 figures 

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S3D: Single Shot multi-Span Detector via Fully 3D Convolutional Networks


Aug 07, 2018
Da Zhang, Xiyang Dai, Xin Wang, Yuan-Fang Wang

* BMVC 2018 Oral 

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Deep Motion Boundary Detection


Apr 13, 2018
Xiaoqing Yin, Xiyang Dai, Xinchao Wang, Maojun Zhang, Dacheng Tao, Larry Davis

* 17 pages, 5 figures 

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Temporal Context Network for Activity Localization in Videos


Aug 08, 2017
Xiyang Dai, Bharat Singh, Guyue Zhang, Larry S. Davis, Yan Qiu Chen

* To appear in ICCV 2017 

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Parameterizing Region Covariance: An Efficient Way To Apply Sparse Codes On Second Order Statistics


Feb 09, 2016
Xiyang Dai, Sameh Khamis, Yangmuzi Zhang, Larry S. Davis


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